Cell lines
HNSCC cell lines SCC1, SCC9, SCC15, and SCC25 were acquired from Type Culture Collection of the Chinese Academy of Sciences in Shanghai, China. At a 37°C incubator with 5% CO2, all the cells were grown in Dulbecco's Modified Eagle's Medium (DMEM, Gibco, 11885-076) supplemented with 10% fetal bovine serum (FBS, Gibco, 10270-106) and 1% penicillin-streptomycin (Gibco, 15140122).
ATG5 gene expression was inhibited by two sequences of shRNAs, pLVX-ATG5-shRNA1 and pLVX-ATG5-shRNA2 (PPL, PPL00042).
Western blotting assay
Centrifuged at 1,500rpm, cells in culture were collected and washed twice with ice-cold PBS to eliminate leftover media. To extract protein, RIPA lysis solutions (Beyotime, P0013B) were added to cell pellets. Protein concentrations in lysates were determined using the Pierce BCA Protein Assay Kit (ThermoFisher, 23227), then SDS loading buffer (5X) was added and boiled at 95°C for 10 minutes. Protein samples were run on a 10% gradient gel SDS-PAGE and then transferred to a PVDF membrane. The membrane was blocked for 1 hour at room temperature in 5% milk before being treated with primary antibodies overnight at 4C. The membrane was washed three times with TBST the next day and incubated with secondary antibodies for one hour at room temperature. Enhanced chemiluminescence (ECL) was used to image membranes. And the following primary antibodies were used:ATG5 (Cell Signaling Technology, 2630S), GAPDH (Proteintech, 10494-1-AP), HDAC2 (Cell Signaling Technology, 2540S), TTK (Abcam, ab187520), CDK1 (Abcam, ab5467), MRPL18 (Proteintech, 15178-1-AP-100UL), MRPL13 (Proteintech, 16241-1-AP-100UL), MRPS14 (Proteintech, 16301-1-AP-100UL).
Flow cytometry analysis
Cells were planted in 6-well plates at a density of 0.5-1 x 106 cells per well. Centrifuged cells were collected, rinsed in cold PBS, and resuspended in 1ml of 75 % ethanol in PBS and refrigerated overnight at -20C. Cells were centrifuged again and washed twice with cold PBS. After that, the cells were resuspended in PBS containing 20 mg/ml Propidium Iodide (PI), 0.1% Triton X-100 (Sigma, X100-100ml), and 0.1 mg/ml RNase A (Vazyme, R301-03) and incubated at 37 for 45 minutes. After incubation, cells were kept at 4°C until flow cytometry analysis.
Cell migration assay
Briefly, cells were pre-treated in serum-free medium overnight before seeded onto the upper chamber of the insert. In the bottom chamber, media with 20% serum was employed. A cotton-tipped applicator was used to remove cells that remained on the top of the membrane after 24 hours. Cells that had migrated to the insert's bottom were fixed in 70% ethanol and stained with 0.1% Crystal Violet. Migrated cells were imaged with an inverted microscope, quantified with ImageJ.
Translation efficiency analysis
For translation efficiency analysis, cells were treated with puromycin at a final concentration of 1M for 30 minutes at 37°C. The cells were then harvested and lysed in RIPA buffer with 1mM PMSF and protease inhibitor. Anti-puromycin (Merck Millipore, MABE343) was used to detect the cell translation efficiency by Western blot.
Polysome profile assay
The polysome profiling test was carried out as previously described. In brief, cells were seeded in 15 cm plates (about 10 ×10 6 cells per plate). The cells were subsequently treated with 100 ug/ml actinomycin and incubated for 10 minutes at 37 °C. The cells were then harvested, and cell extract was fed into a sucrose gradient ranging from 10% to 50% using a BioComp gradient station. The gradient was revolved in the TH-641 rotor for 3 hours at 36000 rpm and 4 °C. Finally, BioComp gradient station was used to assess the gradient (260nm) and gathered the components.
TCGA data
UCSC XENA (http://xena.ucsc.edu/) was used to get RNA-seq readings and clinical data from TCGA patients with head and neck squamous cell carcinoma. The study eliminated samples that did not have clinical survival status follow-up data. These ARGs, which were discovered as significant autophagy regulators, were required for autophagosome formation, and were analyzed further. Throughout the project, the main tools for data analysis were R studio and R programming (4.03).
Survival Analysis
The "surv cutpoint" function in the "survminer" package was used to find the best ARG cutoff values according to the expressions Transcript per million reads (TPM) value, survival time, and survival status. Patients having relative values above or below the optimal threshold for each gene expression level were separated into high or low groups. The difference in OS between the high and low groups was then investigated using Kaplan–Meier (KM) survival analysis with log-rank test.
Statistical analysis
Statistical significance was calculated using the GraphPad Prism 8 software and Rstudio software, and p < 0.05 was used to determine statistical significance. Unless otherwise stated, data is provided as mean ± SD. Statistical comparisons were analyses by unpaired Student t test with two-tailed p value. The KM method and the log-rank test were used to conduct the survival analysis.